LEADER 03472nam 22005535 450 001 9910373897703321 005 20200702121211.0 010 $a981-10-3090-1 024 7 $a10.1007/978-981-10-3090-1 035 $a(CKB)4940000000158815 035 $a(DE-He213)978-981-10-3090-1 035 $a(MiAaPQ)EBC6005536 035 $a(PPN)242843212 035 $a(EXLCZ)994940000000158815 100 $a20200103d2020 u| 0 101 0 $aeng 135 $aurnn#008mamaa 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aNumerical Simulation-based Design $eTheory and Methods /$fby Xu Han, Jie Liu 205 $a1st ed. 2020. 210 1$aSingapore :$cSpringer Singapore :$cImprint: Springer,$d2020. 215 $a1 online resource (XI, 258 p. 130 illus., 72 illus. in color.) 311 $a981-10-3089-8 327 $aIntroduction -- Numerical modeling methods -- Computational inverse techniques -- Parameter inversion for numerical modeling -- Fast analysis methods of complex structures -- Meta-modeling technique -- Structural reduced-basis method -- Overview of multi-objective optimal design -- Micro multi-objective genetic algorithm -- Multi-objective optimization design based on meta-model -- Overview of optimization design with uncertainty -- Interval analysis method for uncertain optimization -- Meta-model method for uncertain optimization. 330 $aThis book focuses on numerical simulation-based design theory and methods in mechanical engineering. The simulation-based design of mechanical equipment involves considerable scientific challenges including extremely complex systems, extreme working conditions, multi-source uncertainties, multi-physics coupling, and large-scale computation. In order to overcome these technical difficulties, this book systematically elaborates upon the advanced design methods, covering high-fidelity simulation modeling, rapid structural analysis, multi-objective design optimization, uncertainty analysis and optimization, which can effectively improve the design accuracy, efficiency, multi-functionality and reliability of complicated mechanical structures. This book is primarily intended for researchers, engineers and postgraduate students in mechanical engineering, especially in mechanical design, numerical simulation and engineering optimization. 606 $aEngineering design 606 $aApplied mathematics 606 $aEngineering mathematics 606 $aEngineering Design$3https://scigraph.springernature.com/ontologies/product-market-codes/T17020 606 $aApplications of Mathematics$3https://scigraph.springernature.com/ontologies/product-market-codes/M13003 606 $aMathematical and Computational Engineering$3https://scigraph.springernature.com/ontologies/product-market-codes/T11006 615 0$aEngineering design. 615 0$aApplied mathematics. 615 0$aEngineering mathematics. 615 14$aEngineering Design. 615 24$aApplications of Mathematics. 615 24$aMathematical and Computational Engineering. 676 $a745.2 700 $aHan$b Xu$4aut$4http://id.loc.gov/vocabulary/relators/aut$0995407 702 $aLiu$b Jie$4aut$4http://id.loc.gov/vocabulary/relators/aut 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910373897703321 996 $aNumerical Simulation-based Design$92280513 997 $aUNINA